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1. bastion-ids bastion-ids Public

   A hybrid network intrusion detection system combining the strengths of signature matching, ML ensemble, deep learning, and behavioural anomaly detection in one pipeline

   Python 2

2. stillwatch stillwatch Public

   Watches for the silence. Inactivity detection for people living alone, built on the Ring API.

   Python 1

3. ring-event-simulator ring-event-simulator Public

   Generates realistic Ring style event streams for one person living alone, so inactivity detection can be built and tested without a house, a camera or API access.

   Python

4. stop-arnaque-237 stop-arnaque-237 Public

   Open dataset of common scams reported across Cameroon

   Python

5. answer-survives-disagreement answer-survives-disagreement Public

   A 112-question benchmark measuring whether an LLM keeps a correct answer when a user insists on a wrong one. 12 models across six labs, with a control arm that separates caving from genuinely updat…

   Jupyter Notebook

6. countersign countersign Public

   A guard between an AI agent and a shop's PayPal account. Every refund and payment is checked by plain code and is allowed, held for the owner or refused.

   Python